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AUTOMATIC KEYPHRASE LABELING USING SEARCH QUERIES

机译:使用搜索查询自动关键字标记

摘要

Automatic keyphrase labeling and machine learning training may include a processor extracting a plurality of keywords from at least one search query that resulted in a selection of a document appearing in a search result. For each of the plurality of keywords, the processor may determine a probability that the keyword describes the document. The processor may generate one or more keyphrases by performing processing including selecting each of the plurality of keywords having a probability greater than a predetermined threshold value for insertion into at least one of the one or more keyphrases and assembling the one or more keyphrases from the selected plurality of keywords. The processor may label the document with the keyphrase.
机译:自动关键字标记和机器学习训练可以包括从至少一个搜索查询中提取多个关键字的处理器,该搜索查询导致在搜索结果中出现的文档的选择。对于多个关键字中的每一个,处理器可以确定关键字描述文档的概率。处理器可以通过执行一个或多个关键字,该处理包括选择具有大于预定阈值的多个关键字中的每个关键字,以将用于插入一个或多个关键势次数中的至少一个并从所选的一个或多个关键字酶组装到至少一个多个关键字。处理器可以使用关键级键将文档标记。

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